{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4425b21a",
   "metadata": {},
   "outputs": [],
   "source": [
    "import scanpy as sc\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import scvi\n",
    "import scanorama\n",
    "from sklearn.decomposition import PCA\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d685c4b0",
   "metadata": {},
   "source": [
    "### Load Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d3e376db",
   "metadata": {},
   "outputs": [],
   "source": [
    "#read in data files\n",
    "\n",
    "_5pNA=sc.read_h5ad('ribas/NSCL_NR001_SCRNA_5P_NA_BRAIN_GEX_final_thresh/NSCL_NR001_SCRNA_5P_NA_BRAIN_GEX_final_thresh_cb.h5')\n",
    "_3pNI=sc.read_h5ad('ribas/NSCL_NR001_SNSEQ_3P_NI_BRAIN_GEX_final_thresh/NSCL_NR001_SNSEQ_3P_NI_BRAIN_GEX_final_thresh_cb.h5')\n",
    "_3pWI=sc.read_h5ad('ribas/NSCL_NR001_SNSEQ_3P_WI_BRAIN_GEX_final_thresh/NSCL_NR001_SNSEQ_3P_WI_BRAIN_GEX_final_thresh_cb.h5')\n",
    "_5pNI=sc.read_h5ad('ribas/NSCL_NR001_SNSEQ_5P_NI_BRAIN_GEX_final_thresh/NSCL_NR001_SNSEQ_5P_NI_BRAIN_GEX_final_thresh_cb.h5')\n",
    "_5pWI=sc.read_h5ad('ribas/NSCL_NR001_SNSEQ_5P_WI_BRAIN_GEX_final_thresh/NSCL_NR001_SNSEQ_5P_WI_BRAIN_GEX_final_thresh_cb.h5')\n",
    "_5pv2=sc.read_h5ad('ribas/NSCL-NR001-5pv2-snseq_final_thresh/NSCL-NR001-5pv2-snseq_final_thresh_cb.h5')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "b9dab22a",
   "metadata": {},
   "outputs": [],
   "source": [
    "NSCL_merged=_5pNA.concatenate(_5pNI,_5pWI,_5pv2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "34bfd358",
   "metadata": {},
   "outputs": [],
   "source": [
    "#save a copy of counts for scvi (from tutorial)\n",
    "\n",
    "NSCL_merged.layers[\"counts\"] = NSCL_merged.X.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "47abd0d9",
   "metadata": {},
   "outputs": [],
   "source": [
    "#normalize + log transform using scanpy\n",
    "\n",
    "#NORMALIZATION AND LOG TRANSFORM\n",
    "sc.pp.calculate_qc_metrics(NSCL_merged, inplace=True)\n",
    "\n",
    "# UPDATE OBS WITH USE\n",
    "\n",
    "# store the current 'total_counts' under original_total_counts, which will not automatically be updated\n",
    "# by scanpy in subsequent filtering steps\n",
    "NSCL_merged.obs['original_total_counts'] = NSCL_merged.obs['total_counts']\n",
    "\n",
    "# log10 original library size\n",
    "NSCL_merged.obs['log10_original_total_counts'] = np.log10(NSCL_merged.obs['original_total_counts'])\n",
    "\n",
    "# Normalize by median library size\n",
    "med = np.median(NSCL_merged.obs['original_total_counts'])\n",
    "sc.pp.normalize_per_cell(NSCL_merged, counts_per_cell_after = med)\n",
    "\n",
    "#log transform + 1 and updates adata.X\n",
    "sc.pp.log1p(NSCL_merged)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "00ee69cd",
   "metadata": {},
   "outputs": [],
   "source": [
    "#annotate highly varying genes\n",
    "\n",
    "sc.pp.highly_variable_genes(\n",
    "    NSCL_merged,\n",
    "    n_top_genes=8000,\n",
    "    subset=True,\n",
    "    layer=\"counts\",\n",
    "    flavor=\"seurat_v3\",\n",
    "    batch_key=\"orig.ident\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "87f4d74f",
   "metadata": {},
   "outputs": [],
   "source": [
    "#run neighbors\n",
    "sc.pp.neighbors(NSCL_merged)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "2207c2cc",
   "metadata": {},
   "outputs": [],
   "source": [
    "#run umap\n",
    "sc.tl.umap(NSCL_merged)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "b670fd64",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 494.64x576 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.umap(NSCL_merged, color=['orig.ident','celltype_bped_main'],ncols=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "f3a83d5f",
   "metadata": {},
   "outputs": [],
   "source": [
    "#save data pre-batch correction\n",
    "pd.DataFrame(NSCL_merged.obsm[\"X_umap\"]).to_csv(\"ribas/NSCL/NSCL_5p_raw_umap.csv\")\n",
    "df=NSCL_merged.to_df()\n",
    "df.columns=NSCL_merged.var_names\n",
    "df.to_csv(\"ribas/NSCL/NSCL_5p_no_batch_dense.csv\")\n",
    "\n",
    "#save PCA components\n",
    "X = NSCL_merged.to_df().to_numpy()\n",
    "pca = PCA(n_components=20)\n",
    "pcs = pca.fit_transform(X)\n",
    "pd.DataFrame(pcs).to_csv(\"ribas/NSCL/NSCL_5p_merged_NO_BATCH_pcs.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5281630b",
   "metadata": {},
   "source": [
    "### SCVI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "95c06df9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[34mINFO    \u001b[0m Using batches from adata.obs\u001b[1m[\u001b[0m\u001b[32m\"orig.ident\"\u001b[0m\u001b[1m]\u001b[0m                                          \n",
      "\u001b[34mINFO    \u001b[0m No label_key inputted, assuming all cells have same label                           \n",
      "\u001b[34mINFO    \u001b[0m Using data from adata.layers\u001b[1m[\u001b[0m\u001b[32m\"counts\"\u001b[0m\u001b[1m]\u001b[0m                                              \n",
      "\u001b[34mINFO    \u001b[0m Computing library size prior per batch                                              \n",
      "\u001b[34mINFO    \u001b[0m Successfully registered anndata object containing \u001b[1;36m19136\u001b[0m cells, \u001b[1;36m8000\u001b[0m vars, \u001b[1;36m4\u001b[0m batches,\n",
      "         \u001b[1;36m1\u001b[0m labels, and \u001b[1;36m0\u001b[0m proteins. Also registered \u001b[1;36m0\u001b[0m extra categorical covariates and \u001b[1;36m0\u001b[0m extra\n",
      "         continuous covariates.                                                              \n",
      "\u001b[34mINFO    \u001b[0m Please do not further modify adata until model is trained.                          \n"
     ]
    }
   ],
   "source": [
    "#prepare to run scVI analysis\n",
    "scvi.data.setup_anndata(NSCL_merged, layer=\"counts\", batch_key=\"orig.ident\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "b66778f7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[34mINFO    \u001b[0m Training for \u001b[1;36m400\u001b[0m epochs                                                             \n",
      "\u001b[34mINFO    \u001b[0m KL warmup for \u001b[1;36m400\u001b[0m epochs                                                            \n",
      "Training...: 100%|██████████| 400/400 [3:44:50<00:00, 33.73s/it]  \n",
      "\u001b[34mINFO    \u001b[0m Training time:  \u001b[1;36m13490\u001b[0m s. \u001b[35m/\u001b[0m \u001b[1;36m400\u001b[0m epochs                                               \n"
     ]
    }
   ],
   "source": [
    "vae = scvi.model.SCVI(NSCL_merged, n_layers=2, n_latent=30)\n",
    "vae.train()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "85b51e4d",
   "metadata": {},
   "outputs": [],
   "source": [
    "NSCL_merged.obsm[\"X_scVI\"] = vae.get_latent_representation()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "464da28f",
   "metadata": {},
   "outputs": [],
   "source": [
    "vae.save(\"ribas/NSCL/NSCL_5p_scvi_model.weights\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "20a09976",
   "metadata": {},
   "outputs": [],
   "source": [
    "# use scVI latent space for UMAP generation\n",
    "sc.pp.neighbors(NSCL_merged, use_rep=\"X_scVI\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d94e260e",
   "metadata": {},
   "outputs": [],
   "source": [
    "sc.tl.umap(NSCL_merged)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "cd8e27b7",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lf2684/anaconda3/lib/python3.8/site-packages/seaborn/_decorators.py:36: FutureWarning: Pass the following variables as keyword args: x, y. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#visualize (with randomization)\n",
    "randomize=np.arange(NSCL_merged.obs[\"orig.ident\"].shape[0])\n",
    "np.random.shuffle(randomize)\n",
    "\n",
    "sns.scatterplot(NSCL_merged.obsm[\"X_umap\"][:,0][randomize],NSCL_merged.obsm[\"X_umap\"][:,1][randomize],hue=NSCL_merged.obs[\"orig.ident\"][randomize],s=3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d792683c",
   "metadata": {},
   "outputs": [],
   "source": [
    "#save data for latent space\n",
    "\n",
    "pd.DataFrame(NSCL_merged.obsm[\"X_scVI\"]).to_csv(\"ribas/NSCL/NSCL_5p_scvi_latent_components.csv\")\n",
    "pd.DataFrame(NSCL_merged.obsm[\"X_umap\"]).to_csv(\"ribas/NSCL/NSCL_5p_scvi_latent_umap.csv\")\n",
    "\n",
    "#save PCA components\n",
    "X = NSCL_merged.obsm['X_scVI']\n",
    "pca = PCA(n_components=20)\n",
    "pcs = pca.fit_transform(X)\n",
    "\n",
    "pd.DataFrame(pcs).to_csv(\"ribas/NSCL/NSCL_5p_scvi_latent_pcs.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "d1b62346",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NSCL-NR001-5pv2-snseq\n",
      "NSCL_NR001_SCRNA_5P_NA_BRAIN_GEX\n",
      "NSCL_NR001_SNSEQ_5P_NI_BRAIN_GEX\n",
      "NSCL_NR001_SNSEQ_5P_WI_BRAIN_GEX\n"
     ]
    }
   ],
   "source": [
    "#reconstruct gene space for UMAP (by averaging across all batch transforms)\n",
    "batch_norm=[]\n",
    "for i in np.unique(NSCL_merged.obs[\"orig.ident\"]):\n",
    "    print(i)\n",
    "    batch_norm.append(vae.get_normalized_expression(transform_batch=i))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "dfb12d9b",
   "metadata": {},
   "outputs": [],
   "source": [
    "#add reconstructed data to AnnData object\n",
    "NSCL_merged.layers[\"scvi_normalized\"]=np.mean(np.asarray(batch_norm),axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "188f0823",
   "metadata": {},
   "outputs": [],
   "source": [
    "NSCL_merged.write_h5ad(\"./ribas/NSCL/NSCL_5p_SCVI_MERGED.h5\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "78b19b2a",
   "metadata": {},
   "outputs": [],
   "source": [
    "NSCL_merged=sc.read_h5ad(\"./ribas/NSCL/NSCL_5p_SCVI_MERGED.h5\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "f3005665",
   "metadata": {},
   "outputs": [],
   "source": [
    "#create new object using reconstructed data \n",
    "normed = sc.AnnData(NSCL_merged.layers[\"scvi_normalized\"])\n",
    "normed=sc.AnnData(NSCL_merged.layers[\"scvi_normalized\"])\n",
    "normed.obs[\"sample\"]=list(NSCL_merged.obs[\"orig.ident\"])\n",
    "normed.obs[\"celltype\"]=list(NSCL_merged.obs[\"celltype_bped_main\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "ed944e4e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: You’re trying to run this on 8000 dimensions of `.X`, if you really want this, set `use_rep='X'`.\n",
      "         Falling back to preprocessing with `sc.pp.pca` and default params.\n"
     ]
    }
   ],
   "source": [
    "sc.pp.neighbors(normed)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "1c4e863d",
   "metadata": {},
   "outputs": [],
   "source": [
    "sc.tl.umap(normed)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "69f613a7",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "... storing 'sample' as categorical\n",
      "... storing 'celltype' as categorical\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 494.64x576 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.umap(normed,color=[\"sample\", \"celltype\"],ncols=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "3aa6f52b",
   "metadata": {},
   "outputs": [],
   "source": [
    "#save data\n",
    "pd.DataFrame(normed.obsm[\"X_umap\"]).to_csv(\"ribas/NSCL/NSCL_5p_scvi_dense_umap.csv\")\n",
    "normed_df=normed.to_df()\n",
    "normed_df.columns=NSCL_merged.var_names\n",
    "normed_df.to_csv(\"ribas/NSCL/NSCL_5p_scvi_dense.csv\")\n",
    "\n",
    "#save PCA components\n",
    "X = normed.to_df().to_numpy()\n",
    "pca = PCA(n_components=20)\n",
    "pcs = pca.fit_transform(X)\n",
    "pd.DataFrame(pcs).to_csv(\"ribas/NSCL/NSCL_5p_scvi_dense_pcs.csv\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:root] *",
   "language": "python",
   "name": "conda-root-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
